In this chapter, we explore the integration of advanced coreference resolution techniques to enhance the accuracy and utility of knowledge graphs. The discussio

In this chapter, we explore the integration of advanced coreference resolution techniques to enhance the accuracy and utility of knowledge graphs. The discussion highlights innovative algorithms that identify and resolve references in text, linking them back to definitive entities. This process minimizes redundancy and ensures that each entity is uniquely and correctly represented, significantly improving the graph's reliability for tasks such as semantic search, data analysis, and machine learning applications.